{"id":"W2891872726","doi":"10.23889/ijpds.v3i4.742","title":"Facilitating Patient Recruitment Process for Research","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Family medicine; Formulary; Pharmacy; Health care; Patient recruitment; Medical emergency; Randomized controlled trial; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2409008,0.002792797,0.003249302,0.006091277,0.006907207,0.006914121,0.005190333,0.00589624,0.1635833],"category_scores_gemma":[0.2911127,0.002567681,0.002393107,0.003334233,0.002544652,0.006809731,0.01285286,0.009117182,0.1082769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222432,"about_ca_system_score_gemma":0.02920336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389922,"about_ca_topic_score_gemma":0.001873851,"domain_scores_codex":[0.7674621,0.1817798,0.01930057,0.008694096,0.01616431,0.006599149],"domain_scores_gemma":[0.7416658,0.1104395,0.01250754,0.0610487,0.05951313,0.01482529],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005684372,0.003376855,0.004463446,0.004990711,0.0001058581,0.002615568,0.01967536,0.000787399,0.004396968,0.01607041,0.4641811,0.4736521],"study_design_scores_gemma":[0.004225015,0.002784921,0.005210232,0.006244349,0.00009008244,0.0007075755,0.008463664,0.003152041,0.003845589,0.0168763,0.9481469,0.0002533556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.009609238,0.001082932,0.1034527,0.02071301,0.005498886,0.8147094,0.00524243,0.003667732,0.03602369],"genre_scores_gemma":[0.02024092,0.0007819403,0.1029309,0.01078075,0.002323324,0.8424497,0.001622264,0.0005281101,0.01834215],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7590992,"threshold_uncertainty_score":0.9361045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8721069331731655,"score_gpt":0.7235606479454996,"score_spread":0.1485462852276659,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}